This book constitutes the refereed proceedings of the Third International Conference on Statistical Language and Speech Processing, SLSP 2015, held in Budapest, Hungary, in November 2015.The 26 full papers presented together with twoinvited talks were carefully reviewed and selected from 71 submissions. Thepapers cover topics such as: anaphora and coreference resolution; authorshipidentification, plagiarism and spam filtering; computer-aided translation;corpora and language resources; data mining and semantic Web; informationextraction; information retrieval; knowledge representation and ontologies;lexicons and dictionaries; machine translation; multimodal technologies;natural language understanding; neural representation of speech and language;opinion mining and sentiment analysis; parsing; part-of-speech tagging;question-answering systems; semantic role labelling; speaker identification andverification; speech and language generation; speech recognition; speechsynthesis; speech transcription; spelling correction; spoken dialogue systems;term extraction; text categorisation; text summarisation; and user modeling.
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